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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

42 listings found

2014 Ford Focus SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Focus SE

Warminster, PA

Fair PriceModerate · 21
$6,99576,995 mi

Market: $3,499 – $9,850

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Warminster, PA

2015 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Escape SE

Warminster, PA

Fair PriceModerate · 23
$7,995101,382 mi

Market: $3,250 – $15,095

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Warminster, PA

2013 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Escape SE

Warminster, PA

Fair PriceModerate · 37
$8,89091,716 mi

Market: $4,200 – $10,998

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Warminster, PA

2014 Ford Focus Titanium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Focus Titanium

Warminster, PA

Fair PriceLimited · 17
$8,995101,927 mi

Market: $4,999 – $26,655

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Warminster, PA

1994 Ford Mustang

Image from the dealer's site. OAV does not own, control, or store dealer images.

1994 Ford Mustang

Warminster, PA

UnscoredInsufficient · 0
$8,99544,987 mi

Warminster, PA

2017 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Escape SE

Warminster, PA

Fair PriceRobust · 124
$11,49066,353 mi

Market: $2,700 – $14,080

Comparison: 124 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Warminster, PA

2014 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Explorer XLT

Warminster, PA

Fair PriceModerate · 20
$11,49986,913 mi

Market: $3,400 – $16,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Warminster, PA

2012 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Explorer XLT

Warminster, PA

OverpricedModerate · 24
$11,50099,599 mi

Market: $3,000 – $9,999

Comparison: 24 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Warminster, PA

2015 Ford Explorer Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Explorer Base

Warminster, PA

OverpricedModerate · 29
$11,99998,503 mi

Market: $5,900 – $11,595

Comparison: 29 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Warminster, PA

2014 Ford C-Max SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford C-Max SE

Warminster, PA

UnscoredInsufficient · 3
$12,50071,654 mi

Comparison: 3 similar vehicles

Warminster, PA

2015 Ford F-150 Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford F-150 Lariat

Warminster, PA

UnscoredModerate · 49
$13,995180,115 mi

Comparison: 49 similar vehicles

Warminster, PA

2020 Ford Ranger XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Ranger XL

Warminster, PA

UnscoredInsufficient · 3
$14,490117,587 mi

Comparison: 3 similar vehicles

Warminster, PA

2016 Ford Expedition Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Expedition Limited

Warminster, PA

Fair PriceLimited · 11
$15,999113,265 mi

Market: $3,800 – $20,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Warminster, PA

2023 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Edge SEL

Warminster, PA

Fair PriceModerate · 32
$19,47464,985 mi

Market: $14,499 – $23,049

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Warminster, PA

2020 Ford Ranger XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Ranger XL

Warminster, PA

UnscoredInsufficient · 3
$20,69097,107 mi

Comparison: 3 similar vehicles

Warminster, PA

2022 Ford Bronco Sport Outer Banks

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Bronco Sport Outer Banks

Warminster, PA

Fair PriceModerate · 32
$23,66043,661 mi

Market: $22,900 – $24,599

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Warminster, PA

2022 Ford Edge ST-Line

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Edge ST-Line

Warminster, PA

UnscoredInsufficient · 3
$23,99833,792 mi

Comparison: 3 similar vehicles

Warminster, PA

2020 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Transit Van Base

Warminster, PA

Fair PriceModerate · 32
$25,48980,209 mi

Market: $14,890 – $31,990

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Warminster, PA

2021 Ford Explorer Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Explorer Limited

Warminster, PA

UnscoredModerate · 23
$28,88237,651 mi

Comparison: 23 similar vehicles

Warminster, PA

2023 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Explorer XLT

Warminster, PA

Fair PriceRobust · 363
$29,48238,133 mi

Market: $23,699 – $35,054

Comparison: 363 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Warminster, PA

2019 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Transit Van Base

Warminster, PA

OverpricedRobust · 55
$29,48562,999 mi

Market: $7,999 – $25,990

Comparison: 55 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Warminster, PA

2015 Ford F-250 Super Duty XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford F-250 Super Duty XL

Warminster, PA

OverpricedLimited · 10
$29,48961,470 mi

Market: $7,995 – $22,495

Comparison: 10 similar vehicles

Priced ~31% above the typical market range for similar vehicles (based on current market benchmarks)

Warminster, PA

2022 Ford Bronco 4-Door Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Bronco 4-Door Base

Warminster, PA

UnscoredInsufficient · 0
$30,47454,841 mi

Warminster, PA

2021 Ford Explorer TIMBERLINE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Explorer TIMBERLINE

Warminster, PA

UnscoredInsufficient · 0
$30,71542,107 mi

Warminster, PA

2019 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford F-150 XLT

Warminster, PA

Fair PriceLimited · 12
$32,97742,160 mi

Market: $30,980 – $33,888

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Warminster, PA

2019 Ford Mustang GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Mustang GT

Warminster, PA

UnscoredInsufficient · 0
$32,99543,526 mi

Warminster, PA

2022 Ford Bronco 4-Door Outer Banks

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Bronco 4-Door Outer Banks

Warminster, PA

Fair PriceModerate · 36
$34,65041,073 mi

Market: $33,426 – $44,885

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Warminster, PA

2018 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Transit Van Base

Warminster, PA

UnscoredInsufficient · 0
$35,4858,508 mi

Warminster, PA

2014 Ford F-150 SVT Raptor

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford F-150 SVT Raptor

Warminster, PA

UnscoredLimited · 9
$35,99587,984 mi

Comparison: 9 similar vehicles

Warminster, PA

2021 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford F-150 XLT

Warminster, PA

Fair PriceLimited · 17
$36,25054,515 mi

Market: $31,490 – $37,475

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Warminster, PA

2013 Ford F-150 SVT Raptor

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford F-150 SVT Raptor

Warminster, PA

UnscoredInsufficient · 3
$36,49579,600 mi

Comparison: 3 similar vehicles

Warminster, PA

2023 Ford Bronco 4-Door Outer Banks

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Bronco 4-Door Outer Banks

Warminster, PA

Great DealModerate · 45
$38,47424,799 mi

Market: $40,144 – $48,990

Comparison: 45 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Warminster, PA

2020 Ford Mustang GT Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Mustang GT Premium

Warminster, PA

UnscoredLimited · 8
$38,99529,013 mi

Comparison: 8 similar vehicles

Warminster, PA

2019 Ford Mustang GT Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Mustang GT Premium

Warminster, PA

OverpricedModerate · 26
$40,99530,434 mi

Market: $33,994 – $38,998

Comparison: 26 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Warminster, PA

2023 Ford Transit Van Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford Transit Van Base

Warminster, PA

OverpricedModerate · 34
$41,40046,648 mi

Market: $26,994 – $39,604

Comparison: 34 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Warminster, PA

2022 Ford Bronco 4-Door Wildtrak

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Bronco 4-Door Wildtrak

Warminster, PA

Fair PriceModerate · 30
$42,99546,448 mi

Market: $38,048 – $44,063

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Warminster, PA

2021 Ford Transit Cutaway Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Transit Cutaway Base

Warminster, PA

UnscoredInsufficient · 0
$45,14550,554 mi

Warminster, PA

2024 Ford Mustang GT Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Mustang GT Premium

Warminster, PA

Fair PriceRobust · 65
$47,4749,675 mi

Market: $45,979 – $57,995

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Warminster, PA

2024 Ford Mustang GT Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford Mustang GT Premium

Warminster, PA

Fair PriceRobust · 65
$48,3592,312 mi

Market: $45,979 – $57,995

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Warminster, PA

2021 Ford F-250 Super Duty Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford F-250 Super Duty Lariat

Warminster, PA

Fair PriceRobust · 58
$54,565110,995 mi

Market: $35,900 – $62,340

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Warminster, PA

2023 Ford F-150 Platinum

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Ford F-150 Platinum

Warminster, PA

UnscoredInsufficient · 3
$55,87814,866 mi

Comparison: 3 similar vehicles

Warminster, PA

2019 Ford F-550 Super Duty Chassis Cab XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford F-550 Super Duty Chassis Cab XL

Warminster, PA

UnscoredInsufficient · 0
$66,29016,067 mi

Warminster, PA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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